I did my undergraduate thesis at VAL, Indian Institue of Science on Capsule Networks and before that spent 3 months at Indian Institute of Remote Sensing as a research intern. In a previous life I also spent 2 years as a software engineer at Arcesium.
I graduated with a B.Tech (Hons.) in Computer Science from BITS Pilani, India in 2019. For more details, check my CV. Here is a list of papers I am currently reading : [List]
Publications
Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction
Anirudh Buvanesh*, , Yashoteja Prabhu, Manish Gupta, Manik Verma (* = Equal Contribution)
ICLR'24 | International Conference on Learning Representations
pdf
abstract
DSFormer: Effective Compression of Text-Transformers by Dense-Sparse Weight Factorization
, Yashoteja Prabhu, Pratyush Kumar
pdf
abstract
CapsFlow: Optical Flow Estimation with Capsule Networks
, Rajat Arora, Ram
Prabhakar Venkatesh Babu
pdf
abstract
Open Source
gpu_poor
(450+ stars)
Tool to check vRAM and token/s requirement for any LLM for
consumer hardware. It supports ggml, HuggingFace, bitsandbytes,
QLoRA and gradient checkpointing.
llama2.c-for-dummies
(175+ stars)
Starter tutorial for inference with LLaMA in C
